Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 351 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 1 |
| Duplicate rows (%) | 0.3% |
| Total size in memory | 55.0 KiB |
| Average record size in memory | 160.4 B |
Variable types
| NUM | 17 |
|---|---|
| BOOL | 3 |
Reproduction
| Analysis started | 2020-08-25 01:26:02.917478 |
|---|---|
| Analysis finished | 2020-08-25 01:26:50.632364 |
| Duration | 47.71 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
1 has constant value "0" | Constant |
| Dataset has 1 (0.3%) duplicate rows | Duplicates |
15 has 45 (12.8%) zeros | Zeros |
19 has 34 (9.7%) zeros | Zeros |
27 has 4 (1.1%) zeros | Zeros |
8 has 32 (9.1%) zeros | Zeros |
24 has 24 (6.8%) zeros | Zeros |
21 has 37 (10.5%) zeros | Zeros |
12 has 31 (8.8%) zeros | Zeros |
32 has 48 (13.7%) zeros | Zeros |
9 has 39 (11.1%) zeros | Zeros |
4 has 38 (10.8%) zeros | Zeros |
16 has 25 (7.1%) zeros | Zeros |
17 has 30 (8.5%) zeros | Zeros |
5 has 46 (13.1%) zeros | Zeros |
13 has 37 (10.5%) zeros | Zeros |
11 has 37 (10.5%) zeros | Zeros |
2 has 25 (7.1%) zeros | Zeros |
| Distinct count | 270 |
|---|---|
| Unique (%) | 76.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07113233618233618 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 45 |
| Zeros (%) | 12.8% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.081705 |
| median | 0 |
| Q3 | 0.308975 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.39068 |
Descriptive statistics
| Standard deviation | 0.4583706723 |
|---|---|
| Coefficient of variation (CV) | 6.443914215 |
| Kurtosis | 0.5508428289 |
| Mean | 0.07113233618 |
| Median Absolute Deviation (MAD) | 0.15727 |
| Skewness | -0.09810551086 |
| Sum | 24.96745 |
| Variance | 0.2101036732 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 45 | 12.8% | |
| -1 | 20 | 5.7% | |
| 1 | 19 | 5.4% | |
| -0.01942 | 1 | 0.3% | |
| 0.27322 | 1 | 0.3% | |
| 0.01151 | 1 | 0.3% | |
| 0.41743 | 1 | 0.3% | |
| 0.14638 | 1 | 0.3% | |
| 0.01858 | 1 | 0.3% | |
| -0.03352 | 1 | 0.3% | |
| 0.07027 | 1 | 0.3% | |
| 0.4836 | 1 | 0.3% | |
| 0.775 | 1 | 0.3% | |
| 0.03366 | 1 | 0.3% | |
| -0.59017 | 1 | 0.3% | |
| 0.93682 | 1 | 0.3% | |
| 0.00299 | 1 | 0.3% | |
| 0.2738 | 1 | 0.3% | |
| 0.79523 | 1 | 0.3% | |
| -0.07917 | 1 | 0.3% | |
| 0.31439 | 1 | 0.3% | |
| 0.38778 | 1 | 0.3% | |
| 0.41471 | 1 | 0.3% | |
| 0.10195 | 1 | 0.3% | |
| 0.05058 | 1 | 0.3% | |
| Other values (245) | 245 | 69.8% |
| Value | Count | Frequency (%) | |
| -1 | 20 | 5.7% | |
| -0.97515 | 1 | 0.3% | |
| -0.83519 | 1 | 0.3% | |
| -0.68065 | 1 | 0.3% | |
| -0.67708 | 1 | 0.3% | |
| -0.63668 | 1 | 0.3% | |
| -0.61436 | 1 | 0.3% | |
| -0.59017 | 1 | 0.3% | |
| -0.58899 | 1 | 0.3% | |
| -0.57535 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 19 | 5.4% | |
| 0.93682 | 1 | 0.3% | |
| 0.91404 | 1 | 0.3% | |
| 0.90665 | 1 | 0.3% | |
| 0.89274 | 1 | 0.3% | |
| 0.88444 | 1 | 0.3% | |
| 0.86284 | 1 | 0.3% | |
| 0.85038 | 1 | 0.3% | |
| 0.84804 | 1 | 0.3% | |
| 0.8429 | 1 | 0.3% |
| Distinct count | 266 |
|---|---|
| Unique (%) | 75.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.024024700854700848 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 34 |
| Zeros (%) | 9.7% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.23467 |
| median | 0 |
| Q3 | 0.13437 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.36904 |
Descriptive statistics
| Standard deviation | 0.5190760918 |
|---|---|
| Coefficient of variation (CV) | -21.60593362 |
| Kurtosis | -0.1031621599 |
| Mean | -0.02402470085 |
| Median Absolute Deviation (MAD) | 0.19444 |
| Skewness | 0.05960111262 |
| Sum | -8.43267 |
| Variance | 0.2694399891 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 34 | 9.7% | |
| -1 | 28 | 8.0% | |
| 1 | 24 | 6.8% | |
| 0.12727 | 2 | 0.6% | |
| 0.1 | 2 | 0.6% | |
| 0.03617 | 1 | 0.3% | |
| -0.32192 | 1 | 0.3% | |
| -0.00991 | 1 | 0.3% | |
| 0.55102 | 1 | 0.3% | |
| 0.2659 | 1 | 0.3% | |
| -0.13652 | 1 | 0.3% | |
| 0.03566 | 1 | 0.3% | |
| -0.01266 | 1 | 0.3% | |
| 0.78036 | 1 | 0.3% | |
| 0.05279 | 1 | 0.3% | |
| -0.88952 | 1 | 0.3% | |
| 0.01408 | 1 | 0.3% | |
| 0.65747 | 1 | 0.3% | |
| -0.32963 | 1 | 0.3% | |
| 0.5307 | 1 | 0.3% | |
| 0.01386 | 1 | 0.3% | |
| 0.06618 | 1 | 0.3% | |
| -0.73641 | 1 | 0.3% | |
| 0.75554 | 1 | 0.3% | |
| 0.05263 | 1 | 0.3% | |
| Other values (241) | 241 | 68.7% |
| Value | Count | Frequency (%) | |
| -1 | 28 | 8.0% | |
| -0.93599 | 1 | 0.3% | |
| -0.88952 | 1 | 0.3% | |
| -0.87787 | 1 | 0.3% | |
| -0.86275 | 1 | 0.3% | |
| -0.86063 | 1 | 0.3% | |
| -0.86002 | 1 | 0.3% | |
| -0.85654 | 1 | 0.3% | |
| -0.85583 | 1 | 0.3% | |
| -0.84848 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 24 | 6.8% | |
| 0.95099 | 1 | 0.3% | |
| 0.93109 | 1 | 0.3% | |
| 0.92949 | 1 | 0.3% | |
| 0.85952 | 1 | 0.3% | |
| 0.84922 | 1 | 0.3% | |
| 0.79777 | 1 | 0.3% | |
| 0.79749 | 1 | 0.3% | |
| 0.79617 | 1 | 0.3% | |
| 0.79525 | 1 | 0.3% |
| Distinct count | 281 |
|---|---|
| Unique (%) | 80.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.06953760683760683 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 4 |
| Zeros (%) | 1.1% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.443165 |
| median | -0.01769 |
| Q3 | 0.153535 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.5967 |
Descriptive statistics
| Standard deviation | 0.5500252428 |
|---|---|
| Coefficient of variation (CV) | -7.909752259 |
| Kurtosis | -0.3431892824 |
| Mean | -0.06953760684 |
| Median Absolute Deviation (MAD) | 0.23985 |
| Skewness | 0.0667074171 |
| Sum | -24.4077 |
| Variance | 0.3025277677 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1 | 40 | 11.4% | |
| 1 | 29 | 8.3% | |
| 0 | 4 | 1.1% | |
| -0.00838 | 1 | 0.3% | |
| -0.16837 | 1 | 0.3% | |
| 0.05503 | 1 | 0.3% | |
| -0.81372 | 1 | 0.3% | |
| -0.04822 | 1 | 0.3% | |
| -0.71504 | 1 | 0.3% | |
| -0.53206 | 1 | 0.3% | |
| -0.01769 | 1 | 0.3% | |
| -0.00128 | 1 | 0.3% | |
| 0.01096 | 1 | 0.3% | |
| 0.13282 | 1 | 0.3% | |
| -0.61959 | 1 | 0.3% | |
| 0.02226 | 1 | 0.3% | |
| 0.20225 | 1 | 0.3% | |
| -0.01358 | 1 | 0.3% | |
| 0.66335 | 1 | 0.3% | |
| -0.23864 | 1 | 0.3% | |
| 0.02019 | 1 | 0.3% | |
| -0.10897 | 1 | 0.3% | |
| 0.69129 | 1 | 0.3% | |
| -0.76667 | 1 | 0.3% | |
| 0.08165 | 1 | 0.3% | |
| Other values (256) | 256 | 72.9% |
| Value | Count | Frequency (%) | |
| -1 | 40 | 11.4% | |
| -0.93939 | 1 | 0.3% | |
| -0.93296 | 1 | 0.3% | |
| -0.91221 | 1 | 0.3% | |
| -0.86583 | 1 | 0.3% | |
| -0.865 | 1 | 0.3% | |
| -0.86122 | 1 | 0.3% | |
| -0.85669 | 1 | 0.3% | |
| -0.85137 | 1 | 0.3% | |
| -0.8251 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 29 | 8.3% | |
| 0.88248 | 1 | 0.3% | |
| 0.83796 | 1 | 0.3% | |
| 0.78541 | 1 | 0.3% | |
| 0.78004 | 1 | 0.3% | |
| 0.75 | 1 | 0.3% | |
| 0.73885 | 1 | 0.3% | |
| 0.72386 | 1 | 0.3% | |
| 0.71613 | 1 | 0.3% | |
| 0.71374 | 1 | 0.3% |
26
Real number (ℝ)
| Distinct count | 256 |
|---|---|
| Unique (%) | 72.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5416407977207977 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.64201 |
| Q1 | 0.286435 |
| median | 0.70824 |
| Q3 | 0.999945 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.71351 |
Descriptive statistics
| Standard deviation | 0.5162046654 |
|---|---|
| Coefficient of variation (CV) | 0.9530387437 |
| Kurtosis | 1.021871153 |
| Mean | 0.5416407977 |
| Median Absolute Deviation (MAD) | 0.29176 |
| Skewness | -1.287052977 |
| Sum | 190.11592 |
| Variance | 0.2664672566 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 88 | 25.1% | |
| -1 | 9 | 2.6% | |
| 0.70824 | 1 | 0.3% | |
| 0.61847 | 1 | 0.3% | |
| -0.22839 | 1 | 0.3% | |
| -1e-05 | 1 | 0.3% | |
| 0.25758 | 1 | 0.3% | |
| 0.68656 | 1 | 0.3% | |
| 0.16813 | 1 | 0.3% | |
| 0.29208 | 1 | 0.3% | |
| 0.67538 | 1 | 0.3% | |
| 0.76717 | 1 | 0.3% | |
| -0.1994 | 1 | 0.3% | |
| -0.19149 | 1 | 0.3% | |
| -0.63237 | 1 | 0.3% | |
| 0.57577 | 1 | 0.3% | |
| -0.16556 | 1 | 0.3% | |
| 0.46514 | 1 | 0.3% | |
| 0.56804 | 1 | 0.3% | |
| 0.83796 | 1 | 0.3% | |
| 0.65419 | 1 | 0.3% | |
| -0.70352 | 1 | 0.3% | |
| 0.92148 | 1 | 0.3% | |
| -0.0153 | 1 | 0.3% | |
| 0.39752 | 1 | 0.3% | |
| Other values (231) | 231 | 65.8% |
| Value | Count | Frequency (%) | |
| -1 | 9 | 2.6% | |
| -0.83314 | 1 | 0.3% | |
| -0.77097 | 1 | 0.3% | |
| -0.71844 | 1 | 0.3% | |
| -0.71731 | 1 | 0.3% | |
| -0.70352 | 1 | 0.3% | |
| -0.67925 | 1 | 0.3% | |
| -0.67557 | 1 | 0.3% | |
| -0.66651 | 1 | 0.3% | |
| -0.65165 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 88 | 25.1% | |
| 0.99989 | 1 | 0.3% | |
| 0.99842 | 1 | 0.3% | |
| 0.99188 | 1 | 0.3% | |
| 0.9882 | 1 | 0.3% | |
| 0.98556 | 1 | 0.3% | |
| 0.98033 | 1 | 0.3% | |
| 0.9754 | 1 | 0.3% | |
| 0.96974 | 1 | 0.3% | |
| 0.96709 | 1 | 0.3% |
| Distinct count | 244 |
|---|---|
| Unique (%) | 69.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5118480911680912 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 32 |
| Zeros (%) | 9.1% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.355485 |
| Q1 | 0.08711 |
| median | 0.68421 |
| Q3 | 0.95324 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.86613 |
Descriptive statistics
| Standard deviation | 0.5070655269 |
|---|---|
| Coefficient of variation (CV) | 0.9906562818 |
| Kurtosis | 0.6873606011 |
| Mean | 0.5118480912 |
| Median Absolute Deviation (MAD) | 0.31579 |
| Skewness | -1.091865491 |
| Sum | 179.65868 |
| Variance | 0.2571154485 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 64 | 18.2% | |
| 0 | 32 | 9.1% | |
| -1 | 11 | 3.1% | |
| 0.63636 | 2 | 0.6% | |
| -0.33333 | 2 | 0.6% | |
| 0.8 | 2 | 0.6% | |
| 0.55717 | 1 | 0.3% | |
| 0.2381 | 1 | 0.3% | |
| -0.42625 | 1 | 0.3% | |
| 0.6932 | 1 | 0.3% | |
| -0.03643 | 1 | 0.3% | |
| 0.92765 | 1 | 0.3% | |
| 0.74273 | 1 | 0.3% | |
| 0.71157 | 1 | 0.3% | |
| -0.37764 | 1 | 0.3% | |
| -0.85 | 1 | 0.3% | |
| 0.9 | 1 | 0.3% | |
| 0.98602 | 1 | 0.3% | |
| 0.95878 | 1 | 0.3% | |
| -0.2697 | 1 | 0.3% | |
| 0.07405 | 1 | 0.3% | |
| 0.30508 | 1 | 0.3% | |
| 0.73673 | 1 | 0.3% | |
| 0.08776 | 1 | 0.3% | |
| 0.7176 | 1 | 0.3% | |
| Other values (219) | 219 | 62.4% |
| Value | Count | Frequency (%) | |
| -1 | 11 | 3.1% | |
| -0.87097 | 1 | 0.3% | |
| -0.85 | 1 | 0.3% | |
| -0.55941 | 1 | 0.3% | |
| -0.4902 | 1 | 0.3% | |
| -0.42625 | 1 | 0.3% | |
| -0.38033 | 1 | 0.3% | |
| -0.37764 | 1 | 0.3% | |
| -0.33333 | 2 | 0.6% | |
| -0.33221 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 64 | 18.2% | |
| 0.99838 | 1 | 0.3% | |
| 0.99709 | 1 | 0.3% | |
| 0.99448 | 1 | 0.3% | |
| 0.99374 | 1 | 0.3% | |
| 0.9929 | 1 | 0.3% | |
| 0.99061 | 1 | 0.3% | |
| 0.9872 | 1 | 0.3% | |
| 0.9863 | 1 | 0.3% | |
| 0.98602 | 1 | 0.3% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 72.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.39613467236467237 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 24 |
| Zeros (%) | 6.8% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.87839 |
| Q1 | 0 |
| median | 0.55389 |
| Q3 | 0.90524 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.90524 |
Descriptive statistics
| Standard deviation | 0.5784508875 |
|---|---|
| Coefficient of variation (CV) | 1.460237964 |
| Kurtosis | -0.1370876483 |
| Mean | 0.3961346724 |
| Median Absolute Deviation (MAD) | 0.41963 |
| Skewness | -0.8815884425 |
| Sum | 139.04327 |
| Variance | 0.3346054293 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 57 | 16.2% | |
| 0 | 24 | 6.8% | |
| -1 | 15 | 4.3% | |
| 0.66667 | 2 | 0.6% | |
| 0.5 | 2 | 0.6% | |
| 0.87234 | 1 | 0.3% | |
| 0.67077 | 1 | 0.3% | |
| 0.69274 | 1 | 0.3% | |
| 0.77336 | 1 | 0.3% | |
| 0.84926 | 1 | 0.3% | |
| 0.48526 | 1 | 0.3% | |
| 0.84547 | 1 | 0.3% | |
| 0.92049 | 1 | 0.3% | |
| 0.88487 | 1 | 0.3% | |
| -0.04119 | 1 | 0.3% | |
| -0.08748 | 1 | 0.3% | |
| 0.73413 | 1 | 0.3% | |
| 0.47929 | 1 | 0.3% | |
| 0.85106 | 1 | 0.3% | |
| 0.77138 | 1 | 0.3% | |
| 0.5375 | 1 | 0.3% | |
| 0.70619 | 1 | 0.3% | |
| 0.00838 | 1 | 0.3% | |
| 0.56811 | 1 | 0.3% | |
| -0.02862 | 1 | 0.3% | |
| Other values (231) | 231 | 65.8% |
| Value | Count | Frequency (%) | |
| -1 | 15 | 4.3% | |
| -0.98988 | 1 | 0.3% | |
| -0.91574 | 1 | 0.3% | |
| -0.90302 | 1 | 0.3% | |
| -0.85376 | 1 | 0.3% | |
| -0.84792 | 1 | 0.3% | |
| -0.83192 | 1 | 0.3% | |
| -0.78334 | 1 | 0.3% | |
| -0.75273 | 1 | 0.3% | |
| -0.74265 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 57 | 16.2% | |
| 0.99899 | 1 | 0.3% | |
| 0.99695 | 1 | 0.3% | |
| 0.98971 | 1 | 0.3% | |
| 0.9875 | 1 | 0.3% | |
| 0.98401 | 1 | 0.3% | |
| 0.98164 | 1 | 0.3% | |
| 0.97838 | 1 | 0.3% | |
| 0.97352 | 1 | 0.3% | |
| 0.97127 | 1 | 0.3% |
| Distinct count | 265 |
|---|---|
| Unique (%) | 75.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.008295897435897433 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 37 |
| Zeros (%) | 10.5% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.24387 |
| median | 0 |
| Q3 | 0.18876 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.43263 |
Descriptive statistics
| Standard deviation | 0.5181658868 |
|---|---|
| Coefficient of variation (CV) | 62.4604982 |
| Kurtosis | -0.128649046 |
| Mean | 0.008295897436 |
| Median Absolute Deviation (MAD) | 0.21326 |
| Skewness | 0.06680524004 |
| Sum | 2.91186 |
| Variance | 0.2684958863 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 37 | 10.5% | |
| 1 | 30 | 8.5% | |
| -1 | 21 | 6.0% | |
| 0.00075 | 2 | 0.6% | |
| -0.03333 | 1 | 0.3% | |
| -0.08039 | 1 | 0.3% | |
| -0.55605 | 1 | 0.3% | |
| -0.76316 | 1 | 0.3% | |
| -0.04971 | 1 | 0.3% | |
| -0.11953 | 1 | 0.3% | |
| -0.3 | 1 | 0.3% | |
| 0.5081 | 1 | 0.3% | |
| -0.82217 | 1 | 0.3% | |
| -0.00377 | 1 | 0.3% | |
| -0.66278 | 1 | 0.3% | |
| 0.14258 | 1 | 0.3% | |
| -0.00299 | 1 | 0.3% | |
| -0.11526 | 1 | 0.3% | |
| -0.01891 | 1 | 0.3% | |
| 0.14157 | 1 | 0.3% | |
| -0.03377 | 1 | 0.3% | |
| -0.23774 | 1 | 0.3% | |
| 0.12195 | 1 | 0.3% | |
| 0.30508 | 1 | 0.3% | |
| 0.07677 | 1 | 0.3% | |
| Other values (240) | 240 | 68.4% |
| Value | Count | Frequency (%) | |
| -1 | 21 | 6.0% | |
| -0.93596 | 1 | 0.3% | |
| -0.92536 | 1 | 0.3% | |
| -0.89991 | 1 | 0.3% | |
| -0.89064 | 1 | 0.3% | |
| -0.88999 | 1 | 0.3% | |
| -0.86498 | 1 | 0.3% | |
| -0.85597 | 1 | 0.3% | |
| -0.85205 | 1 | 0.3% | |
| -0.83007 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 30 | 8.5% | |
| 0.9273 | 1 | 0.3% | |
| 0.92001 | 1 | 0.3% | |
| 0.89383 | 1 | 0.3% | |
| 0.85615 | 1 | 0.3% | |
| 0.85268 | 1 | 0.3% | |
| 0.82162 | 1 | 0.3% | |
| 0.80754 | 1 | 0.3% | |
| 0.76969 | 1 | 0.3% | |
| 0.76193 | 1 | 0.3% |
| Distinct count | 238 |
|---|---|
| Unique (%) | 67.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.40080119658119656 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 31 |
| Zeros (%) | 8.8% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.93487 |
| Q1 | 0 |
| median | 0.64407 |
| Q3 | 0.955505 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.955505 |
Descriptive statistics
| Standard deviation | 0.622186124 |
|---|---|
| Coefficient of variation (CV) | 1.552355954 |
| Kurtosis | -0.4039937329 |
| Mean | 0.4008011966 |
| Median Absolute Deviation (MAD) | 0.35593 |
| Skewness | -0.8762252925 |
| Sum | 140.68122 |
| Variance | 0.387115573 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 65 | 18.5% | |
| 0 | 31 | 8.8% | |
| -1 | 17 | 4.8% | |
| 0.47368 | 2 | 0.6% | |
| 0.16667 | 2 | 0.6% | |
| 0.62099 | 2 | 0.6% | |
| 0.85269 | 1 | 0.3% | |
| 0.77937 | 1 | 0.3% | |
| 0.59753 | 1 | 0.3% | |
| 0.0925 | 1 | 0.3% | |
| -0.61352 | 1 | 0.3% | |
| -0.03736 | 1 | 0.3% | |
| 0.6905 | 1 | 0.3% | |
| -0.76051 | 1 | 0.3% | |
| -0.03158 | 1 | 0.3% | |
| 0.71685 | 1 | 0.3% | |
| 0.76221 | 1 | 0.3% | |
| 0.28931 | 1 | 0.3% | |
| 0.97888 | 1 | 0.3% | |
| 0.44675 | 1 | 0.3% | |
| 0.12766 | 1 | 0.3% | |
| 0.6726 | 1 | 0.3% | |
| 0.64725 | 1 | 0.3% | |
| 0.99676 | 1 | 0.3% | |
| 0.95824 | 1 | 0.3% | |
| Other values (213) | 213 | 60.7% |
| Value | Count | Frequency (%) | |
| -1 | 17 | 4.8% | |
| -0.93882 | 1 | 0.3% | |
| -0.93092 | 1 | 0.3% | |
| -0.92099 | 1 | 0.3% | |
| -0.87192 | 1 | 0.3% | |
| -0.86622 | 1 | 0.3% | |
| -0.86443 | 1 | 0.3% | |
| -0.84211 | 1 | 0.3% | |
| -0.81857 | 1 | 0.3% | |
| -0.81699 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 65 | 18.5% | |
| 0.99745 | 1 | 0.3% | |
| 0.99676 | 1 | 0.3% | |
| 0.99173 | 1 | 0.3% | |
| 0.98919 | 1 | 0.3% | |
| 0.985 | 1 | 0.3% | |
| 0.98343 | 1 | 0.3% | |
| 0.9812 | 1 | 0.3% | |
| 0.9798 | 1 | 0.3% | |
| 0.97921 | 1 | 0.3% |
| Distinct count | 245 |
|---|---|
| Unique (%) | 69.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.34936364672364667 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 48 |
| Zeros (%) | 13.7% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.65533 |
| Q1 | 0 |
| median | 0.40956 |
| Q3 | 0.813765 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.813765 |
Descriptive statistics
| Standard deviation | 0.5226633728 |
|---|---|
| Coefficient of variation (CV) | 1.496043958 |
| Kurtosis | -0.1689502847 |
| Mean | 0.3493636467 |
| Median Absolute Deviation (MAD) | 0.40956 |
| Skewness | -0.6060703823 |
| Sum | 122.62664 |
| Variance | 0.2731770013 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 48 | 13.7% | |
| 1 | 48 | 13.7% | |
| -1 | 12 | 3.4% | |
| -8e-05 | 2 | 0.6% | |
| -0.07457 | 1 | 0.3% | |
| 0.96523 | 1 | 0.3% | |
| -0.13832 | 1 | 0.3% | |
| 0.30421 | 1 | 0.3% | |
| 0.30445 | 1 | 0.3% | |
| -0.08937 | 1 | 0.3% | |
| 0.92049 | 1 | 0.3% | |
| 0.39559 | 1 | 0.3% | |
| 0.42189 | 1 | 0.3% | |
| -0.91903 | 1 | 0.3% | |
| 0.40591 | 1 | 0.3% | |
| 0.14694 | 1 | 0.3% | |
| 0.73208 | 1 | 0.3% | |
| 0.0699 | 1 | 0.3% | |
| 0.50169 | 1 | 0.3% | |
| 0.70833 | 1 | 0.3% | |
| 0.75115 | 1 | 0.3% | |
| 0.60073 | 1 | 0.3% | |
| 0.33381 | 1 | 0.3% | |
| 0.18641 | 1 | 0.3% | |
| -0.67699 | 1 | 0.3% | |
| Other values (220) | 220 | 62.7% |
| Value | Count | Frequency (%) | |
| -1 | 12 | 3.4% | |
| -0.91903 | 1 | 0.3% | |
| -0.81383 | 1 | 0.3% | |
| -0.8121 | 1 | 0.3% | |
| -0.67699 | 1 | 0.3% | |
| -0.67553 | 1 | 0.3% | |
| -0.66932 | 1 | 0.3% | |
| -0.64134 | 1 | 0.3% | |
| -0.64056 | 1 | 0.3% | |
| -0.59943 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 48 | 13.7% | |
| 0.98971 | 1 | 0.3% | |
| 0.98934 | 1 | 0.3% | |
| 0.98816 | 1 | 0.3% | |
| 0.98674 | 1 | 0.3% | |
| 0.9842 | 1 | 0.3% | |
| 0.97861 | 1 | 0.3% | |
| 0.97561 | 1 | 0.3% | |
| 0.97247 | 1 | 0.3% | |
| 0.96778 | 1 | 0.3% |
| Distinct count | 267 |
|---|---|
| Unique (%) | 76.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18134538461538463 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 39 |
| Zeros (%) | 11.1% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.57299 |
| Q1 | -0.048075 |
| median | 0.01829 |
| Q3 | 0.534195 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.58227 |
Descriptive statistics
| Standard deviation | 0.4838508883 |
|---|---|
| Coefficient of variation (CV) | 2.668118019 |
| Kurtosis | 0.1376096263 |
| Mean | 0.1813453846 |
| Median Absolute Deviation (MAD) | 0.14329 |
| Skewness | -0.02873843003 |
| Sum | 63.65223 |
| Variance | 0.2341116821 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 39 | 11.1% | |
| 1 | 28 | 8.0% | |
| -1 | 17 | 4.8% | |
| -0.09091 | 2 | 0.6% | |
| -0.14286 | 2 | 0.6% | |
| -0.07514 | 2 | 0.6% | |
| -0.25843 | 1 | 0.3% | |
| -0.08337 | 1 | 0.3% | |
| 0.32899 | 1 | 0.3% | |
| -0.49962 | 1 | 0.3% | |
| 0.01064 | 1 | 0.3% | |
| -0.40446 | 1 | 0.3% | |
| 0.89109 | 1 | 0.3% | |
| 0.51042 | 1 | 0.3% | |
| -0.09925 | 1 | 0.3% | |
| 0.12961 | 1 | 0.3% | |
| 0.90842 | 1 | 0.3% | |
| -0.01622 | 1 | 0.3% | |
| -0.03911 | 1 | 0.3% | |
| 0.32711 | 1 | 0.3% | |
| 0.9074 | 1 | 0.3% | |
| 0.58304 | 1 | 0.3% | |
| 0.01172 | 1 | 0.3% | |
| 0.93182 | 1 | 0.3% | |
| 0.95776 | 1 | 0.3% | |
| Other values (242) | 242 | 68.9% |
| Value | Count | Frequency (%) | |
| -1 | 17 | 4.8% | |
| -0.63427 | 1 | 0.3% | |
| -0.51171 | 1 | 0.3% | |
| -0.5 | 1 | 0.3% | |
| -0.49962 | 1 | 0.3% | |
| -0.43107 | 1 | 0.3% | |
| -0.40446 | 1 | 0.3% | |
| -0.375 | 1 | 0.3% | |
| -0.36174 | 1 | 0.3% | |
| -0.35818 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 28 | 8.0% | |
| 0.9782 | 1 | 0.3% | |
| 0.96534 | 1 | 0.3% | |
| 0.95833 | 1 | 0.3% | |
| 0.95776 | 1 | 0.3% | |
| 0.95193 | 1 | 0.3% | |
| 0.95041 | 1 | 0.3% | |
| 0.94415 | 1 | 0.3% | |
| 0.93596 | 1 | 0.3% | |
| 0.93345 | 1 | 0.3% |
0
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| 1 | |
|---|---|
| 0 | 38 |
| Value | Count | Frequency (%) | |
| 1 | 313 | 89.2% | |
| 0 | 38 | 10.8% |
| Distinct count | 204 |
|---|---|
| Unique (%) | 58.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6010678917378918 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 38 |
| Zeros (%) | 10.8% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.745815 |
| Q1 | 0.41266 |
| median | 0.8092 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.58734 |
Descriptive statistics
| Standard deviation | 0.5198615134 |
|---|---|
| Coefficient of variation (CV) | 0.864896496 |
| Kurtosis | 2.129334839 |
| Mean | 0.6010678917 |
| Median Absolute Deviation (MAD) | 0.1908 |
| Skewness | -1.62777768 |
| Sum | 210.97483 |
| Variance | 0.2702559931 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 96 | 27.4% | |
| 0 | 38 | 10.8% | |
| -1 | 16 | 4.6% | |
| 0.9676 | 1 | 0.3% | |
| 0.98122 | 1 | 0.3% | |
| 0.38696 | 1 | 0.3% | |
| 0.66667 | 1 | 0.3% | |
| 0.06704 | 1 | 0.3% | |
| 0.86528 | 1 | 0.3% | |
| 0.8092 | 1 | 0.3% | |
| 0.6568 | 1 | 0.3% | |
| 0.98103 | 1 | 0.3% | |
| 0.65926 | 1 | 0.3% | |
| 0.72314 | 1 | 0.3% | |
| 0.91966 | 1 | 0.3% | |
| 0.98994 | 1 | 0.3% | |
| 0.67333 | 1 | 0.3% | |
| 0.46939 | 1 | 0.3% | |
| 0.85243 | 1 | 0.3% | |
| 0.46667 | 1 | 0.3% | |
| 0.79078 | 1 | 0.3% | |
| 0.59085 | 1 | 0.3% | |
| 0.73061 | 1 | 0.3% | |
| 0.63935 | 1 | 0.3% | |
| 0.98579 | 1 | 0.3% | |
| Other values (179) | 179 | 51.0% |
| Value | Count | Frequency (%) | |
| -1 | 16 | 4.6% | |
| -0.78824 | 1 | 0.3% | |
| -0.7619 | 1 | 0.3% | |
| -0.72973 | 1 | 0.3% | |
| -0.50694 | 1 | 0.3% | |
| -0.33746 | 1 | 0.3% | |
| -0.33672 | 1 | 0.3% | |
| -0.31745 | 1 | 0.3% | |
| -0.27303 | 1 | 0.3% | |
| -0.09924 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 96 | 27.4% | |
| 0.99815 | 1 | 0.3% | |
| 0.99793 | 1 | 0.3% | |
| 0.99672 | 1 | 0.3% | |
| 0.99363 | 1 | 0.3% | |
| 0.99352 | 1 | 0.3% | |
| 0.9915 | 1 | 0.3% | |
| 0.98994 | 1 | 0.3% | |
| 0.98919 | 1 | 0.3% | |
| 0.98579 | 1 | 0.3% |
| Distinct count | 254 |
|---|---|
| Unique (%) | 72.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.38194900284900285 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 25 |
| Zeros (%) | 7.1% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.89465 |
| Q1 | 0 |
| median | 0.59091 |
| Q3 | 0.935705 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.935705 |
Descriptive statistics
| Standard deviation | 0.6180203542 |
|---|---|
| Coefficient of variation (CV) | 1.618070343 |
| Kurtosis | -0.5301590085 |
| Mean | 0.3819490028 |
| Median Absolute Deviation (MAD) | 0.40909 |
| Skewness | -0.8215933853 |
| Sum | 134.0641 |
| Variance | 0.3819491582 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 59 | 16.8% | |
| 0 | 25 | 7.1% | |
| -1 | 12 | 3.4% | |
| -0.375 | 3 | 0.9% | |
| 0.75 | 2 | 0.6% | |
| 0.36585 | 2 | 0.6% | |
| -0.75436 | 1 | 0.3% | |
| 0.22813 | 1 | 0.3% | |
| 0.42271 | 1 | 0.3% | |
| 0.78272 | 1 | 0.3% | |
| 0.76929 | 1 | 0.3% | |
| 0.50455 | 1 | 0.3% | |
| -0.7894 | 1 | 0.3% | |
| -0.13117 | 1 | 0.3% | |
| 0.91236 | 1 | 0.3% | |
| 0.66775 | 1 | 0.3% | |
| 0.67023 | 1 | 0.3% | |
| 0.9948 | 1 | 0.3% | |
| 0.66145 | 1 | 0.3% | |
| 0.97173 | 1 | 0.3% | |
| 0.92561 | 1 | 0.3% | |
| 0.93262 | 1 | 0.3% | |
| -0.03766 | 1 | 0.3% | |
| 0.56156 | 1 | 0.3% | |
| 0.63636 | 1 | 0.3% | |
| Other values (229) | 229 | 65.2% |
| Value | Count | Frequency (%) | |
| -1 | 12 | 3.4% | |
| -0.98039 | 1 | 0.3% | |
| -0.94315 | 1 | 0.3% | |
| -0.93104 | 1 | 0.3% | |
| -0.93001 | 1 | 0.3% | |
| -0.92282 | 1 | 0.3% | |
| -0.91456 | 1 | 0.3% | |
| -0.87474 | 1 | 0.3% | |
| -0.8615 | 1 | 0.3% | |
| -0.85803 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 59 | 16.8% | |
| 0.9963 | 1 | 0.3% | |
| 0.99528 | 1 | 0.3% | |
| 0.9948 | 1 | 0.3% | |
| 0.99273 | 1 | 0.3% | |
| 0.98881 | 1 | 0.3% | |
| 0.98878 | 1 | 0.3% | |
| 0.98497 | 1 | 0.3% | |
| 0.98305 | 1 | 0.3% | |
| 0.97869 | 1 | 0.3% |
| Distinct count | 280 |
|---|---|
| Unique (%) | 79.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0036168091168091113 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 30 |
| Zeros (%) | 8.5% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.22569 |
| median | 0 |
| Q3 | 0.195285 |
| 95-th percentile | 0.99361 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.420975 |
Descriptive statistics
| Standard deviation | 0.4967619833 |
|---|---|
| Coefficient of variation (CV) | -137.348134 |
| Kurtosis | 0.008103993261 |
| Mean | -0.003616809117 |
| Median Absolute Deviation (MAD) | 0.21231 |
| Skewness | 0.005083118602 |
| Sum | -1.2695 |
| Variance | 0.246772468 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 30 | 8.5% | |
| -1 | 26 | 7.4% | |
| 1 | 18 | 5.1% | |
| -0.68627 | 1 | 0.3% | |
| -0.03191 | 1 | 0.3% | |
| -0.39695 | 1 | 0.3% | |
| -0.57779 | 1 | 0.3% | |
| -0.11905 | 1 | 0.3% | |
| 0.65701 | 1 | 0.3% | |
| 0.67861 | 1 | 0.3% | |
| 0.98722 | 1 | 0.3% | |
| 0.01852 | 1 | 0.3% | |
| -0.07157 | 1 | 0.3% | |
| -0.3933 | 1 | 0.3% | |
| 0.19565 | 1 | 0.3% | |
| 0.19328 | 1 | 0.3% | |
| -0.03416 | 1 | 0.3% | |
| 0.07135 | 1 | 0.3% | |
| -0.07853 | 1 | 0.3% | |
| 0.62385 | 1 | 0.3% | |
| 0.03458 | 1 | 0.3% | |
| -0.17863 | 1 | 0.3% | |
| 0.83939 | 1 | 0.3% | |
| 0.01943 | 1 | 0.3% | |
| 0.12722 | 1 | 0.3% | |
| Other values (255) | 255 | 72.6% |
| Value | Count | Frequency (%) | |
| -1 | 26 | 7.4% | |
| -0.83297 | 1 | 0.3% | |
| -0.83007 | 1 | 0.3% | |
| -0.81556 | 1 | 0.3% | |
| -0.79603 | 1 | 0.3% | |
| -0.77778 | 1 | 0.3% | |
| -0.77206 | 1 | 0.3% | |
| -0.71951 | 1 | 0.3% | |
| -0.71725 | 1 | 0.3% | |
| -0.70729 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 18 | 5.1% | |
| 0.98722 | 1 | 0.3% | |
| 0.95122 | 1 | 0.3% | |
| 0.93429 | 1 | 0.3% | |
| 0.91624 | 1 | 0.3% | |
| 0.87396 | 1 | 0.3% | |
| 0.85475 | 1 | 0.3% | |
| 0.8521 | 1 | 0.3% | |
| 0.83939 | 1 | 0.3% | |
| 0.82813 | 1 | 0.3% |
| Distinct count | 259 |
|---|---|
| Unique (%) | 73.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11588900284900285 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 46 |
| Zeros (%) | 13.1% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.024795 |
| median | 0.0228 |
| Q3 | 0.334655 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.35945 |
Descriptive statistics
| Standard deviation | 0.460810129 |
|---|---|
| Coefficient of variation (CV) | 3.976305928 |
| Kurtosis | 0.8558761612 |
| Mean | 0.1158890028 |
| Median Absolute Deviation (MAD) | 0.14424 |
| Skewness | -0.2794400302 |
| Sum | 40.67704 |
| Variance | 0.212345975 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 46 | 13.1% | |
| 1 | 26 | 7.4% | |
| -1 | 23 | 6.6% | |
| -0.05178 | 1 | 0.3% | |
| 0.04598 | 1 | 0.3% | |
| 0.07143 | 1 | 0.3% | |
| -0.01989 | 1 | 0.3% | |
| 0.25359 | 1 | 0.3% | |
| -0.16964 | 1 | 0.3% | |
| -0.02703 | 1 | 0.3% | |
| -0.03142 | 1 | 0.3% | |
| -0.02299 | 1 | 0.3% | |
| 0.77655 | 1 | 0.3% | |
| 0.69438 | 1 | 0.3% | |
| 0.04861 | 1 | 0.3% | |
| 0.16251 | 1 | 0.3% | |
| 0.76432 | 1 | 0.3% | |
| -0.10169 | 1 | 0.3% | |
| 0.00843 | 1 | 0.3% | |
| 0.07418 | 1 | 0.3% | |
| 0.35543 | 1 | 0.3% | |
| 0.33598 | 1 | 0.3% | |
| -0.62766 | 1 | 0.3% | |
| -0.14706 | 1 | 0.3% | |
| 0.18281 | 1 | 0.3% | |
| Other values (234) | 234 | 66.7% |
| Value | Count | Frequency (%) | |
| -1 | 23 | 6.6% | |
| -0.80553 | 1 | 0.3% | |
| -0.78509 | 1 | 0.3% | |
| -0.76087 | 1 | 0.3% | |
| -0.73371 | 1 | 0.3% | |
| -0.62766 | 1 | 0.3% | |
| -0.45455 | 1 | 0.3% | |
| -0.36156 | 1 | 0.3% | |
| -0.33203 | 1 | 0.3% | |
| -0.2963 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 26 | 7.4% | |
| 0.90763 | 1 | 0.3% | |
| 0.85388 | 1 | 0.3% | |
| 0.82857 | 1 | 0.3% | |
| 0.82161 | 1 | 0.3% | |
| 0.82021 | 1 | 0.3% | |
| 0.80521 | 1 | 0.3% | |
| 0.78579 | 1 | 0.3% | |
| 0.77655 | 1 | 0.3% | |
| 0.76432 | 1 | 0.3% |
| Distinct count | 266 |
|---|---|
| Unique (%) | 75.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09341367521367522 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 37 |
| Zeros (%) | 10.5% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.073725 |
| median | 0.03027 |
| Q3 | 0.37486 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.448585 |
Descriptive statistics
| Standard deviation | 0.4948726408 |
|---|---|
| Coefficient of variation (CV) | 5.297646621 |
| Kurtosis | 0.2063045796 |
| Mean | 0.09341367521 |
| Median Absolute Deviation (MAD) | 0.19107 |
| Skewness | -0.2194820172 |
| Sum | 32.7882 |
| Variance | 0.2448989306 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 37 | 10.5% | |
| -1 | 24 | 6.8% | |
| 1 | 23 | 6.6% | |
| -0.11111 | 3 | 0.9% | |
| 0.11765 | 2 | 0.6% | |
| -0.01436 | 2 | 0.6% | |
| -0.27273 | 1 | 0.3% | |
| 0.0506 | 1 | 0.3% | |
| -0.49639 | 1 | 0.3% | |
| 0.58842 | 1 | 0.3% | |
| -0.37679 | 1 | 0.3% | |
| 0.34328 | 1 | 0.3% | |
| 0.9513 | 1 | 0.3% | |
| 0.1421 | 1 | 0.3% | |
| -0.31736 | 1 | 0.3% | |
| 0.15152 | 1 | 0.3% | |
| 0.33987 | 1 | 0.3% | |
| 0.00915 | 1 | 0.3% | |
| 0.10417 | 1 | 0.3% | |
| -0.14247 | 1 | 0.3% | |
| -0.12581 | 1 | 0.3% | |
| 0.05489 | 1 | 0.3% | |
| 0.83397 | 1 | 0.3% | |
| -0.0897 | 1 | 0.3% | |
| 0.29091 | 1 | 0.3% | |
| Other values (241) | 241 | 68.7% |
| Value | Count | Frequency (%) | |
| -1 | 24 | 6.8% | |
| -0.89375 | 1 | 0.3% | |
| -0.86402 | 1 | 0.3% | |
| -0.85727 | 1 | 0.3% | |
| -0.84848 | 1 | 0.3% | |
| -0.8209 | 1 | 0.3% | |
| -0.79313 | 1 | 0.3% | |
| -0.69707 | 1 | 0.3% | |
| -0.59212 | 1 | 0.3% | |
| -0.59043 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 23 | 6.6% | |
| 0.9513 | 1 | 0.3% | |
| 0.93945 | 1 | 0.3% | |
| 0.93778 | 1 | 0.3% | |
| 0.89489 | 1 | 0.3% | |
| 0.89335 | 1 | 0.3% | |
| 0.892 | 1 | 0.3% | |
| 0.88248 | 1 | 0.3% | |
| 0.87493 | 1 | 0.3% | |
| 0.86029 | 1 | 0.3% |
| Distinct count | 269 |
|---|---|
| Unique (%) | 76.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15504045584045587 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 37 |
| Zeros (%) | 10.5% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.974265 |
| Q1 | -0.065265 |
| median | 0.02825 |
| Q3 | 0.482375 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.54764 |
Descriptive statistics
| Standard deviation | 0.4948174492 |
|---|---|
| Coefficient of variation (CV) | 3.191537631 |
| Kurtosis | 0.0523178627 |
| Mean | 0.1550404558 |
| Median Absolute Deviation (MAD) | 0.20472 |
| Skewness | -0.08114890524 |
| Sum | 54.4192 |
| Variance | 0.244844308 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 37 | 10.5% | |
| 1 | 29 | 8.3% | |
| -1 | 18 | 5.1% | |
| -0.11111 | 2 | 0.6% | |
| 0.73746 | 1 | 0.3% | |
| -0.25712 | 1 | 0.3% | |
| 0.79346 | 1 | 0.3% | |
| -0.28909 | 1 | 0.3% | |
| -0.3871 | 1 | 0.3% | |
| 0.01419 | 1 | 0.3% | |
| 0.50122 | 1 | 0.3% | |
| 0.8323 | 1 | 0.3% | |
| -0.42444 | 1 | 0.3% | |
| -0.11073 | 1 | 0.3% | |
| -0.24077 | 1 | 0.3% | |
| 0.59942 | 1 | 0.3% | |
| 0.33266 | 1 | 0.3% | |
| -0.02809 | 1 | 0.3% | |
| 0.02575 | 1 | 0.3% | |
| -0.07496 | 1 | 0.3% | |
| -0.21649 | 1 | 0.3% | |
| -0.11734 | 1 | 0.3% | |
| -0.17755 | 1 | 0.3% | |
| 0.86121 | 1 | 0.3% | |
| 0.07808 | 1 | 0.3% | |
| Other values (244) | 244 | 69.5% |
| Value | Count | Frequency (%) | |
| -1 | 18 | 5.1% | |
| -0.94853 | 1 | 0.3% | |
| -0.89098 | 1 | 0.3% | |
| -0.67743 | 1 | 0.3% | |
| -0.62723 | 1 | 0.3% | |
| -0.49863 | 1 | 0.3% | |
| -0.49057 | 1 | 0.3% | |
| -0.47929 | 1 | 0.3% | |
| -0.43569 | 1 | 0.3% | |
| -0.42778 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 29 | 8.3% | |
| 0.99557 | 1 | 0.3% | |
| 0.96748 | 1 | 0.3% | |
| 0.96301 | 1 | 0.3% | |
| 0.96167 | 1 | 0.3% | |
| 0.96161 | 1 | 0.3% | |
| 0.96128 | 1 | 0.3% | |
| 0.94749 | 1 | 0.3% | |
| 0.92643 | 1 | 0.3% | |
| 0.92453 | 1 | 0.3% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 351 | 100.0% |
| Distinct count | 219 |
|---|---|
| Unique (%) | 62.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6413418518518519 |
|---|---|
| Minimum | -1.0 |
| Maximum | 1.0 |
| Zeros | 25 |
| Zeros (%) | 7.1% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.59233 |
| Q1 | 0.472135 |
| median | 0.87111 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.527865 |
Descriptive statistics
| Standard deviation | 0.4977082025 |
|---|---|
| Coefficient of variation (CV) | 0.776041983 |
| Kurtosis | 3.086346703 |
| Mean | 0.6413418519 |
| Median Absolute Deviation (MAD) | 0.12889 |
| Skewness | -1.851541305 |
| Sum | 225.11099 |
| Variance | 0.2477134549 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 95 | 27.1% | |
| 0 | 25 | 7.1% | |
| -1 | 15 | 4.3% | |
| 0.94631 | 1 | 0.3% | |
| 0.96355 | 1 | 0.3% | |
| 0.85013 | 1 | 0.3% | |
| -0.67935 | 1 | 0.3% | |
| 0.65845 | 1 | 0.3% | |
| 0.35346 | 1 | 0.3% | |
| 0.92436 | 1 | 0.3% | |
| 0.87032 | 1 | 0.3% | |
| 0.84843 | 1 | 0.3% | |
| 0.88853 | 1 | 0.3% | |
| 0.21429 | 1 | 0.3% | |
| 0.8941 | 1 | 0.3% | |
| 0.25316 | 1 | 0.3% | |
| 0.93669 | 1 | 0.3% | |
| 0.87578 | 1 | 0.3% | |
| -0.205 | 1 | 0.3% | |
| 0.87772 | 1 | 0.3% | |
| 0.03852 | 1 | 0.3% | |
| 0.98182 | 1 | 0.3% | |
| 0.45455 | 1 | 0.3% | |
| 0.98002 | 1 | 0.3% | |
| 0.05866 | 1 | 0.3% | |
| Other values (194) | 194 | 55.3% |
| Value | Count | Frequency (%) | |
| -1 | 15 | 4.3% | |
| -0.67935 | 1 | 0.3% | |
| -0.65625 | 1 | 0.3% | |
| -0.64286 | 1 | 0.3% | |
| -0.5418 | 1 | 0.3% | |
| -0.26667 | 1 | 0.3% | |
| -0.205 | 1 | 0.3% | |
| -0.01864 | 1 | 0.3% | |
| -0.00641 | 1 | 0.3% | |
| 0 | 25 | 7.1% |
| Value | Count | Frequency (%) | |
| 1 | 95 | 27.1% | |
| 0.99701 | 1 | 0.3% | |
| 0.99645 | 1 | 0.3% | |
| 0.99539 | 1 | 0.3% | |
| 0.99449 | 1 | 0.3% | |
| 0.99025 | 1 | 0.3% | |
| 0.98822 | 1 | 0.3% | |
| 0.98455 | 1 | 0.3% | |
| 0.98182 | 1 | 0.3% | |
| 0.98166 | 1 | 0.3% |
target
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 225 | 64.1% | |
| 0 | 126 | 35.9% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| 15 | 19 | 27 | 26 | 8 | 24 | 21 | 12 | 32 | 9 | 0 | 4 | 16 | 17 | 5 | 13 | 11 | 1 | 2 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -0.38223 | -0.32192 | -0.46168 | 0.41078 | 1.00000 | 0.56811 | -0.29674 | 0.59755 | 0.18641 | 0.03760 | 1 | 0.85243 | 0.84356 | -0.38542 | 0.02306 | -0.44945 | -0.17755 | 0 | 0.99539 | 1 |
| 1 | -0.97515 | -1.00000 | -0.18401 | -0.20468 | 1.00000 | -0.20332 | -0.45300 | 0.34432 | -0.13738 | -0.04549 | 1 | 0.93035 | 0.05499 | -0.62237 | -0.36156 | -0.69707 | -0.67743 | 0 | 1.00000 | 0 |
| 2 | 0.00299 | -0.08540 | -0.22145 | 0.58984 | 0.88965 | 0.57528 | -0.27502 | 0.85443 | 0.56045 | 0.01198 | 1 | 1.00000 | 0.83775 | -0.13644 | 0.00485 | 0.00827 | 0.05346 | 0 | 1.00000 | 1 |
| 3 | 0.14516 | -0.54467 | 1.00000 | 0.51613 | 0.00000 | 1.00000 | 1.00000 | 0.00000 | -0.32382 | 0.00000 | 1 | 1.00000 | 0.54094 | -0.39330 | 1.00000 | 0.00000 | 0.00000 | 0 | 1.00000 | 0 |
| 4 | -0.27457 | -0.17813 | -0.53206 | 0.13290 | 0.77152 | 0.03286 | -0.35575 | 0.56409 | -0.04608 | -0.16399 | 1 | 0.94140 | 0.52940 | -0.21780 | 0.06531 | -0.00712 | -0.20275 | 0 | 1.00000 | 1 |
| 5 | -0.15540 | -0.05414 | 0.09223 | -0.03240 | 0.14706 | 0.03513 | 0.03669 | 0.00000 | -0.00039 | 0.06637 | 1 | -0.09924 | -0.00343 | -0.10196 | -0.11949 | 0.00000 | -0.06302 | 0 | 0.02337 | 0 |
| 6 | -0.61436 | -0.73641 | -0.82510 | 0.13659 | 0.85996 | 0.22792 | -0.76562 | 0.78225 | -0.13832 | -0.27342 | 1 | 0.94601 | 0.57945 | -0.68086 | -0.20800 | -0.50764 | -0.47929 | 0 | 0.97588 | 1 |
| 7 | 0.00000 | -1.00000 | 1.00000 | 1.00000 | 0.00000 | 1.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0 | 0.00000 | 1.00000 | 1.00000 | 0.00000 | 0.00000 | -1.00000 | 0 | 0.00000 | 0 |
| 8 | -0.46381 | -0.66020 | -0.69712 | 0.57577 | 1.00000 | 0.85106 | -0.60589 | 0.94510 | 0.38895 | -0.36174 | 1 | 1.00000 | 0.98305 | -0.35257 | -0.14333 | -0.40668 | -0.43569 | 0 | 0.96355 | 1 |
| 9 | 0.38602 | 0.22115 | -0.02294 | 0.20645 | 0.11470 | -0.14803 | 0.00000 | 0.00000 | -0.08208 | -0.26810 | 1 | 0.00000 | -0.37133 | 0.15018 | 0.00000 | 0.00000 | -0.38172 | 0 | -0.01864 | 0 |
Last rows
| 15 | 19 | 27 | 26 | 8 | 24 | 21 | 12 | 32 | 9 | 0 | 4 | 16 | 17 | 5 | 13 | 11 | 1 | 2 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 341 | 0.02338 | 0.05279 | 0.07255 | 0.96709 | 0.94721 | 0.94155 | 0.05524 | 0.97888 | 0.97247 | 0.02394 | 1 | 1.00000 | 0.93929 | 0.05713 | 0.00000 | 0.03073 | 0.02130 | 0 | 0.98002 | 1 |
| 342 | -0.07399 | 0.06358 | -0.02731 | 0.76717 | 0.86821 | 0.74451 | -0.02370 | 0.84624 | 0.78439 | -0.07514 | 1 | 0.80462 | 0.74798 | 0.06705 | 0.00231 | 0.05029 | -0.11734 | 0 | 0.82254 | 1 |
| 343 | -0.07289 | 0.04992 | -0.09038 | 0.39146 | 0.55717 | 0.45008 | -0.08771 | 0.62099 | 0.28943 | -0.06119 | 1 | 0.69387 | 0.42271 | -0.26409 | -0.02423 | -0.06527 | -0.10467 | 0 | 0.35346 | 1 |
| 344 | 0.00854 | 0.03881 | 0.01375 | 0.70886 | 0.79988 | 0.77138 | 0.01148 | 0.83096 | 0.63887 | 0.02304 | 1 | 0.86335 | 0.82777 | -0.06974 | 0.00258 | 0.00744 | 0.12068 | 0 | 0.76046 | 1 |
| 345 | 0.58743 | 0.11339 | 0.17088 | 0.68656 | 0.75683 | 0.60656 | -0.44945 | 0.40164 | 0.13934 | -0.00273 | 1 | 0.97404 | 0.76776 | 0.31831 | 0.06831 | -0.48907 | -0.14071 | 0 | 0.66667 | 1 |
| 346 | -0.08929 | 0.06618 | 0.00123 | 0.83479 | 0.90441 | 0.95378 | 0.01155 | 0.81197 | 0.90546 | -0.04622 | 1 | 0.73739 | 1.00000 | -0.02101 | -0.14706 | 0.06723 | 0.13130 | 0 | 0.83508 | 1 |
| 347 | -0.01326 | 0.06038 | 0.04925 | 0.93522 | 0.94590 | 0.94520 | 0.08412 | 0.94171 | 0.91483 | 0.01606 | 1 | 0.95183 | 0.97173 | 0.00140 | -0.02723 | 0.07330 | 0.03281 | 0 | 0.95113 | 1 |
| 348 | -0.01461 | 0.01393 | 0.02542 | 0.92489 | 0.95584 | 0.93988 | 0.07677 | 0.92595 | 0.92697 | 0.02446 | 1 | 0.93207 | 0.94837 | 0.02004 | -0.03227 | 0.04688 | 0.01766 | 0 | 0.94701 | 1 |
| 349 | -0.04530 | -0.12928 | -0.07760 | 0.89147 | 0.85746 | 0.91050 | 0.01215 | 0.89061 | 0.87403 | 0.00110 | 1 | 0.98122 | 0.91381 | -0.00884 | -0.01989 | -0.01436 | -0.03315 | 0 | 0.90608 | 1 |
| 350 | -0.01054 | -0.03515 | -0.04822 | 0.81147 | 0.88928 | 0.86467 | -0.09490 | 0.80668 | 0.85764 | -0.09139 | 1 | 0.73638 | 0.85764 | -0.04569 | -0.06151 | -0.00351 | 0.06678 | 0 | 0.84710 | 1 |
Most frequent
| 15 | 19 | 27 | 26 | 8 | 24 | 21 | 12 | 32 | 9 | 0 | 4 | 16 | 17 | 5 | 13 | 11 | 1 | 2 | target | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.0 | 0.0 | -1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0 | 2 |